Data Scientist - Bengaluru, Karnataka, India - Gray Matter

Gray Matter

Verified Company

Bengaluru, Karnataka, India

1 day ago

Posted by:

Deepika Kaur

beBee Recuiter

Experience: 5+ years

Role:
Permanent

Location:
Bangalore, INDIA

Key Responsibilities:

Model Development: Design and implement ML models to tackle complex business challenges.
Data Preprocessing: Clean, preprocess, and analyze large datasets for meaningful insights and model features.
Model Training: Train and finetune ML models using various techniques including deep learning and ensemble methods.
Evaluation and Optimization: Assess model performance, optimize for accuracy, efficiency, and scalability.
Deployment: Deploy ML models in production, monitor performance for reliability.
Collaboration: Work with data scientists, engineers, and stakeholders to integrate ML solutions.
Research: Stay updated on ML/AI advancements, contribute to internal knowledge.
Documentation: Maintain comprehensive documentation for all ML models and processes.

Must Have:

D. in Computer Science, Machine Learning, Data Science, or a related field.

Professional Experience: Fullstack Data Scientist with a track record in ML model development and deployment in production. Experienced in architecting solutions with CI/CD processes.
Proficiency: Proficiency in programming languages, Python is a must know. Proficient in Azure Databricks.
Data Science Skills: Experience in data preprocessing, feature engineering, model building and model evaluation.
Cloud and Containerization: Knowledge of cloud platforms and familiarity with containerization technologies, such as Docker.
Software Development Practices: Familiarity with software development practices, version control, and agile methodologies.
Distributed Computing: Familiarity with distributed inmemory computing technologies.

Good to Have:

Experience with Big Data and analytics using technologies like Hadoop, Spark, etc.
Proficient in Spark, familiar with deep learning frameworks like TensorFlow, PyTorch, etc
Additional experience or knowledge in AI/ML technologies beyond the mentioned frameworks.
Enhanced expertise in SQL.

Java Solution Architect